Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000177

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005345

distance 0.181 · cross-district

#2 · Parbhanicell 4890000833

distance 0.189

#3 · Laturcell 4810005270

distance 0.19 · cross-district

#4 · Parbhanicell 4890000204

distance 0.191

#5 · Laturcell 4810006065

distance 0.193 · cross-district

#6 · Beedcell 4700001959

distance 0.194 · cross-district

#7 · Laturcell 4810005870

distance 0.197 · cross-district

#8 · Dharashivcell 4880003240

distance 0.199 · cross-district

#9 · Parbhanicell 4890000542

distance 0.205

#10 · Laturcell 4810005968

distance 0.206 · cross-district

#11 · Beedcell 4700001082

distance 0.207 · cross-district

#12 · Nandedcell 4850004251

distance 0.207 · cross-district

#13 · Dharashivcell 4880003096

distance 0.21 · cross-district

#14 · Beedcell 4700001506

distance 0.212 · cross-district

#15 · Dharashivcell 4880003187

distance 0.215 · cross-district

#16 · Dharashivcell 4880004053

distance 0.216 · cross-district

#17 · Dharashivcell 4880003287

distance 0.216 · cross-district

#18 · Laturcell 4810005985

distance 0.218 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890000177}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.